Enterprise AI agents ship despite evaluation gaps

Across 157 enterprises, half shipped an AI agent that passed internal tests but failed in production. Only 5% fully trust automated evaluation. Two-thirds allow or are building toward deploying agent changes on automated evaluation alone with no human review. The most-cited weakness is evaluations misaligned with real-world outcomes.